Pith Number

pith:ES2IMB3A

pith:2011:ES2IMB3AOKIRB7O6C62RHXFKW7

not attested not anchored not stored refs pending

From Machine Learning to Machine Reasoning

Leon Bottou

arxiv:1102.1808 v3 · 2011-02-09 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ES2IMB3AOKIRB7O6C62RHXFKW7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

AI for the Open-World: the Learning Principles

Receipt and verification

First computed	2026-05-18T04:28:56.497665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b4860760729110fdde17b513dcaab7d8fa6d222dda2040f86a49cd28f6c298

Aliases

arxiv: 1102.1808 · arxiv_version: 1102.1808v3 · doi: 10.48550/arxiv.1102.1808 · pith_short_12: ES2IMB3AOKIR · pith_short_16: ES2IMB3AOKIRB7O6 · pith_short_8: ES2IMB3A

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ES2IMB3AOKIRB7O6C62RHXFKW7 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 24b4860760729110fdde17b513dcaab7d8fa6d222dda2040f86a49cd28f6c298

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfb3730f11db476f68b6e761e0ba2b366b1712f3f19562e9fbaa707e31ea6390",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2011-02-09T08:25:36Z",
    "title_canon_sha256": "3950ee601fa70574384622fa39e9850c8032663a69afd35b24cb33ce5c5da25b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1102.1808",
    "kind": "arxiv",
    "version": 3
  }
}